20–22 avr. 2026
IJCLab
Fuseau horaire Europe/Paris

How to Explain Parton Distribution Functions with Shapley Values

21 avr. 2026, 16:30
20m
Auditorium Pierre Lehmann (IJCLab)

Auditorium Pierre Lehmann

IJCLab

Building 200, IJCLab
Methods and Tools Methods and Tools

Orateur

Raphael BONNET GUERRINI

Description

This talk presents preliminary results obtained with an adapted explainable AI method, Shapley values, to study parton distribution functions (PDFs), with the goal of quantifying the impact of individual PDFs on the global fit, on specific datasets, and across particular x-regions.

Auteur

Raphael BONNET GUERRINI

Documents de présentation